Run
509214

Run 509214

Task 3633 (Supervised Classification) analcatdata_apnea1 Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.mda(1)Learner classif.mda from package(s) !mda.
classif.mda(1)_keep.fittedFALSE
classif.mda(1)_start.methodlvq
classif.mda(1)_seed1
classif.mda(1)_kindMersenne-Twister
classif.mda(1)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.7678
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9185
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6127
Cross-validation details (10-fold Crossvalidation)
KB relative information score
268.2603
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0758
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.225
Cross-validation details (10-fold Crossvalidation)
Number of instances
475
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9186
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9242
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5574
Cross-validation details (10-fold Crossvalidation)
Recall
0.9242
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3368
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3346
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2753
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8229
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.221
UserCPU time millis testing
0.058
UserCPU time millis training
1.163